Edge Intelligence In Cyber Physical Systems

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Design, Applications, and Maintenance of Cyber-Physical Systems

Author : Rea, Pierluigi
Publisher : IGI Global
ISBN 13 : 1799867234
Total Pages : 314 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Design, Applications, and Maintenance of Cyber-Physical Systems by : Rea, Pierluigi

Download or read book Design, Applications, and Maintenance of Cyber-Physical Systems written by Rea, Pierluigi and published by IGI Global. This book was released on 2021-06-25 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPS) can be defined as systems in which physical objects are represented in the digital world and integrated with computation, storage, and communication capabilities and are connected to each other in a network. The goal in the use of the CPS is integrating the dynamics of the physical processes with those of the software and networking, providing abstractions and modelling, design, and analysis techniques for the integrated whole. The notion of CPS is linked to concepts of robotics and sensor networks with intelligent systems proper of computational intelligence leading the pathway. Recent advances in science and engineering improve the link between computational and physical elements by means of intelligent systems, increasing the adaptability, autonomy, efficiency, functionality, reliability, safety, and usability of cyber-physical systems. The potential of cyber-physical systems will spread to several directions, including but not limited to intervention, precision manufacturing, operations in dangerous or inaccessible environments, coordination, efficiency, Maintenance 4.0, and augmentation of human capabilities. Design, Applications, and Maintenance of Cyber-Physical Systems gives insights about CPS as tools for integrating the dynamics of the physical processes with those of software and networking, providing abstractions and modelling, design, and analysis techniques for their smart manufacturing interoperation. The book will have an impact upon the research on robotics, mechatronics, integrated intelligent multibody systems, Industry 4.0, production systems management and maintenance, decision support systems, and Maintenance 4.0. The chapters discuss not only the technologies involved in CPS but also insights into how they are used in various industries. This book is ideal for engineers, practitioners, researchers, academicians, and students who are interested in a deeper understanding of cyber-physical systems (CPS), their design, application, and maintenance, with a special focus on modern technologies in Industry 4.0 and Maintenance 4.0.

Cyber-Physical Threat Intelligence for Critical Infrastructures Security

Author : John Soldatos
Publisher :
ISBN 13 : 9781680836868
Total Pages : 450 pages
Book Rating : 4.8/5 (368 download)

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Book Synopsis Cyber-Physical Threat Intelligence for Critical Infrastructures Security by : John Soldatos

Download or read book Cyber-Physical Threat Intelligence for Critical Infrastructures Security written by John Soldatos and published by . This book was released on 2020-06-30 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern critical infrastructures comprise of many interconnected cyber and physical assets, and as such are large scale cyber-physical systems. Hence, the conventional approach of securing these infrastructures by addressing cyber security and physical security separately is no longer effective. Rather more integrated approaches that address the security of cyber and physical assets at the same time are required. This book presents integrated (i.e. cyber and physical) security approaches and technologies for the critical infrastructures that underpin our societies. Specifically, it introduces advanced techniques for threat detection, risk assessment and security information sharing, based on leading edge technologies like machine learning, security knowledge modelling, IoT security and distributed ledger infrastructures. Likewise, it presets how established security technologies like Security Information and Event Management (SIEM), pen-testing, vulnerability assessment and security data analytics can be used in the context of integrated Critical Infrastructure Protection. The novel methods and techniques of the book are exemplified in case studies involving critical infrastructures in four industrial sectors, namely finance, healthcare, energy and communications. The peculiarities of critical infrastructure protection in each one of these sectors is discussed and addressed based on sector-specific solutions. The advent of the fourth industrial revolution (Industry 4.0) is expected to increase the cyber-physical nature of critical infrastructures as well as their interconnection in the scope of sectorial and cross-sector value chains. Therefore, the demand for solutions that foster the interplay between cyber and physical security, and enable Cyber-Physical Threat Intelligence is likely to explode. In this book, we have shed light on the structure of such integrated security systems, as well as on the technologies that will underpin their operation. We hope that Security and Critical Infrastructure Protection stakeholders will find the book useful when planning their future security strategies.

TinyML for Edge Intelligence in IoT and LPWAN Networks

Author : Bharat S Chaudhari
Publisher : Elsevier
ISBN 13 : 0443222037
Total Pages : 520 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis TinyML for Edge Intelligence in IoT and LPWAN Networks by : Bharat S Chaudhari

Download or read book TinyML for Edge Intelligence in IoT and LPWAN Networks written by Bharat S Chaudhari and published by Elsevier. This book was released on 2024-05-29 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, Tiny Machine Learning (TinyML) has gained incredible importance due to its capabilities of creating lightweight machine learning (ML) frameworks aiming at low latency, lower energy consumption, lower bandwidth requirement, improved data security and privacy, and other performance necessities. As billions of battery-operated embedded IoT and low power wide area networks (LPWAN) nodes with very low on-board memory and computational capabilities are getting connected to the Internet each year, there is a critical need to have a special computational framework like TinyML. TinyML for Edge Intelligence in IoT and LPWAN Networks presents the evolution, developments, and advances in TinyML as applied to IoT and LPWANs. It starts by providing the foundations of IoT/LPWANs, low power embedded systems and hardware, the role of artificial intelligence and machine learning in communication networks in general and cloud/edge intelligence. It then presents the concepts, methods, algorithms and tools of TinyML. Practical applications of the use of TinyML are given from health and industrial fields which provide practical guidance on the design of applications and the selection of appropriate technologies. TinyML for Edge Intelligence in IoT and LPWAN Networks is highly suitable for academic researchers and professional system engineers, architects, designers, testers, deployment engineers seeking to design ultra-lower power and time-critical applications. It would also help in designing the networks for emerging and future applications for resource-constrained nodes. - This book provides one-stop solutions for emerging TinyML for IoT and LPWAN applications. - The principles and methods of TinyML are explained, with a focus on how it can be used for IoT, LPWANs, and 5G applications. - Applications from the healthcare and industrial sectors are presented. - Guidance on the design of applications and the selection of appropriate technologies is provided.

Artificial Intelligence for Cloud and Edge Computing

Author : Sanjay Misra
Publisher : Springer Nature
ISBN 13 : 3030808211
Total Pages : 358 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Artificial Intelligence for Cloud and Edge Computing by : Sanjay Misra

Download or read book Artificial Intelligence for Cloud and Edge Computing written by Sanjay Misra and published by Springer Nature. This book was released on 2022-01-13 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.

Cyber-Physical and Gentelligent Systems in Manufacturing and Life Cycle

Author : Berend Denkena
Publisher : Academic Press
ISBN 13 : 0128126000
Total Pages : 494 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Cyber-Physical and Gentelligent Systems in Manufacturing and Life Cycle by : Berend Denkena

Download or read book Cyber-Physical and Gentelligent Systems in Manufacturing and Life Cycle written by Berend Denkena and published by Academic Press. This book was released on 2017-06-07 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-Physical and Gentelligent Systems in Manufacturing and Life Cycle explores the latest technologies resulting from the integration of sensing components throughout the production supply chain, and the resulting possibilities to improve efficiency, flexibility, and product quality. The authors present cutting edge research into data storage in components, communication devices, data acquisition, as well as new industrial applications. Detailed technical descriptions of the tools are presented in addition to discussions of how these systems have been used, the benefits they provide, and what industry problems they could tackle in the future. This is essential reading for researchers and production engineers interested in the potential of cyber physical systems to optimize all parts of the supply chain. - Addresses applications of cyber physical systems throughout the product lifecycle, including design, manufacture, and maintenance - Features five industry case studies examining tools in different stages of the production chain - Provides an invaluable recap of 12 years of advances in digitization of production processes and the implementation of intelligent systems - Explores how these technologies could be used to solve problems in the future

Edge Intelligence in Cyber-Physical Systems

Author :
Publisher : Academic Press
ISBN 13 : 0443265739
Total Pages : 0 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Edge Intelligence in Cyber-Physical Systems by :

Download or read book Edge Intelligence in Cyber-Physical Systems written by and published by Academic Press. This book was released on 2025-08-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edge Intelligence in Cyber-Physical Systems: Foundations and Applications provides a comprehensive overview of best practices for building edge intelligence into cyber-physical systems. This book covers the foundations and applications of synergizing machine learning at the edge of CPS, leveraging an edge computing infrastructure. Divided into four parts, the first section of the book reviews the foundations, principles, and representative application domains of CPS. The second part covers machine learning, edge computing, and their needs in CPS, defining edge intelligence and its principles, challenges, and research directions. The third part presents tutorials and foundational research works on realizing edge intelligence in representative CPS. The fourth part explores the problem space of threats and countermeasures in building edge intelligence into CPS. Researchers, graduate students and professionals in computer science, data science, and electrical engineering will find this to be a valuable resource on the principles and applications of edge intelligence in cyber-physical systems as well as the development of interdisciplinary techniques to advance the field. - Provides comprehensive overview of CPS design challenges and representative application domains - Introduces the principles of machine learning and edge computing and their applications in cyber-physical systems - Explores edge intelligence applications as well as complete case studies of problem formalization, method/algorithm design, and performance evaluation

Big Data and Edge Intelligence for Enhanced Cyber Defense

Author : Chhabi Rani Panigrahi
Publisher : CRC Press
ISBN 13 : 1040048366
Total Pages : 200 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Big Data and Edge Intelligence for Enhanced Cyber Defense by : Chhabi Rani Panigrahi

Download or read book Big Data and Edge Intelligence for Enhanced Cyber Defense written by Chhabi Rani Panigrahi and published by CRC Press. This book was released on 2024-07-31 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: An unfortunate outcome of the growth of the Internet and mobile technologies has been the challenge of countering cybercrime. This book introduces and explains the latest trends and techniques of edge artificial intelligence (EdgeAI) intended to help cyber security experts design robust cyber defense systems (CDS), including host-based and network-based intrusion detection system and digital forensic intelligence. This book discusses the direct confluence of EdgeAI with big data, as well as demonstrating detailed reviews of recent cyber threats and their countermeasure. It provides computational intelligence techniques and automated reasoning models capable of fast training and timely data processing of cyber security big data, in addition to other basic information related to network security. In addition, it provides a brief overview of modern cyber security threats and outlines the advantages of using EdgeAI to counter these threats, as well as exploring various cyber defense mechanisms (CDM) based on detection type and approaches. Specific challenging areas pertaining to cyber defense through EdgeAI, such as improving digital forensic intelligence, proactive and adaptive defense of network infrastructure, and bio-inspired CDM, are also discussed. This book is intended as a reference for academics and students in the field of network and cybersecurity, particularly on the topics of intrusion detection systems, smart grid, EdgeAI, and bio-inspired cyber defense principles. The front-line EdgeAI techniques discussed will also be of use to cybersecurity engineers in their work enhancing cyber defense systems.

Heterogeneous Cyber Physical Systems of Systems

Author : Ioannis Papaefstathiou
Publisher : CRC Press
ISBN 13 : 1000796671
Total Pages : 256 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Heterogeneous Cyber Physical Systems of Systems by : Ioannis Papaefstathiou

Download or read book Heterogeneous Cyber Physical Systems of Systems written by Ioannis Papaefstathiou and published by CRC Press. This book was released on 2022-09-01 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems are the natural extension of the so-called “Internet of Things”. They are “systems of collaborating computational elements controlling physical entities”. Cyber Physical Systems of Systems (CPSoS) are considered “The Next Computing Revolution” after Mainframe computing (60’s-70’s), Desktop computing & Internet (80’s-90’s) and Ubiquitous computing (00’s); because all aspects of daily life are rapidly evolving towards humans interacting amongst themselves as well as their environment via computational devices (often mobile), and because in most cases systems will employ their computational capabilities to interact amongst themselves.CPSoS enable the physical world to merge with the cyber one. Using sensors, the embedded systems monitor and collect data from physical processes, such as the steering of a vehicle, energy consumption or human health functions. The systems are networked making the data globally available. CPSoS make it possible for software applications to directly interact with events in the physical world, for example to measure and react to changes in blood pressure or peaks in energy consumption. Embedded hardware and software systems crucially expand the functionality and competitiveness of vehicles, aircraft, medical equipment, production plants and household appliances. Connecting these systems to a virtual environment of globally networked services and information systems opens completely new areas of innovation and novel business platforms.Future CPSoS will have many sophisticated, interconnected parts that must instantaneously exchange, parse, and act on detailed data in a highly coordinated manner. Continued advances in science and engineering will be necessary to enable advances in design and development of these complex systems.

Integrating Edge Intelligence and Blockchain

Author : Xiaofei Wang
Publisher : Springer Nature
ISBN 13 : 3031101863
Total Pages : 118 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Integrating Edge Intelligence and Blockchain by : Xiaofei Wang

Download or read book Integrating Edge Intelligence and Blockchain written by Xiaofei Wang and published by Springer Nature. This book was released on 2022-09-21 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines whether the integration of edge intelligence (EI) and blockchain (BC) can open up new horizons for providing ubiquitous intelligent services. Accordingly, the authors conduct a summarization of the recent research efforts on the existing works for EI and BC, further painting a comprehensive picture of the limitation of EI and why BC could benefit EI. To examine how to integrate EI and BC, the authors discuss the BC-driven EI and tailoring BC to EI, including an overview, motivations, and integrated frameworks. Finally, some challenges and future directions are explored. The book explores the technologies associated with the integrated system between EI and BC, and further bridges the gap between immature BC and EI-amicable BC. Explores the integration of edge intelligence (EI) and blockchain (BC), including their integrated motivations, frameworks and challenges; Presents how BC-driven EI can realize computing-power management, data administration, and model optimization; Describes how to tailor BC to better support EI, including flexible consensus protocol, effective incentive mechanism, intellectuality smart contract, and scalable BC system tailoring; Presents some key research challenges and future directions for the integrated system.

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

Author : Ashish Kumar Luhach
Publisher : Engineering Science Reference
ISBN 13 : 9781799851011
Total Pages : 315 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Artificial Intelligence Paradigms for Smart Cyber-Physical Systems by : Ashish Kumar Luhach

Download or read book Artificial Intelligence Paradigms for Smart Cyber-Physical Systems written by Ashish Kumar Luhach and published by Engineering Science Reference. This book was released on 2020-11-13 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses upon the recent advances in the realization of Artificial Intelligence-based approaches towards affecting secure Cyber-Physical Systems. It features contributions pertaining to this multidisciplinary paradigm, in particular, in its application to building sustainable space by investigating state-of-art research issues, applications and achievements in the field of Computational Intelligence Paradigms for Cyber-Physical Systems"--

IoT Edge Intelligence

Author : Souvik Pal
Publisher : Springer Nature
ISBN 13 : 3031583884
Total Pages : 392 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis IoT Edge Intelligence by : Souvik Pal

Download or read book IoT Edge Intelligence written by Souvik Pal and published by Springer Nature. This book was released on with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of International Conference on Intelligent Cyber-Physical Systems

Author : Basant Agarwal
Publisher : Springer
ISBN 13 : 9789811671388
Total Pages : 0 pages
Book Rating : 4.6/5 (713 download)

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Book Synopsis Proceedings of International Conference on Intelligent Cyber-Physical Systems by : Basant Agarwal

Download or read book Proceedings of International Conference on Intelligent Cyber-Physical Systems written by Basant Agarwal and published by Springer. This book was released on 2023-01-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students. This book includes selected papers from International Conference on Intelligent Cyber-Physical Systems (ICPS 2021), held at Indian Institute of Information Technology Kota (IIIT Kota), MNIT Jaipur Campus, Jaipur, India, during 16-18 April 2021. The book is a collection of the state-of-the art research work in the cutting-edge technologies related to the artificial intelligence and cyber physical systems.

FPGA Algorithms and Applications for the Internet of Things

Author : Sharma, Preeti
Publisher : IGI Global
ISBN 13 : 1522598081
Total Pages : 257 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis FPGA Algorithms and Applications for the Internet of Things by : Sharma, Preeti

Download or read book FPGA Algorithms and Applications for the Internet of Things written by Sharma, Preeti and published by IGI Global. This book was released on 2020-03-30 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the research area of computer science, practitioners are constantly searching for faster platforms with pertinent results. With analytics that span environmental development to computer hardware emulation, problem-solving algorithms are in high demand. Field-Programmable Gate Array (FPGA) is a promising computing platform that can be significantly faster for some applications and can be applied to a variety of fields. FPGA Algorithms and Applications for the Internet of Things provides emerging research exploring the theoretical and practical aspects of computable algorithms and applications within robotics and electronics development. Featuring coverage on a broad range of topics such as neuroscience, bioinformatics, and artificial intelligence, this book is ideally designed for computer science specialists, researchers, professors, and students seeking current research on cognitive analytics and advanced computing.

Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences

Author : Pradip Debnath
Publisher : CRC Press
ISBN 13 : 1000409813
Total Pages : 232 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences by : Pradip Debnath

Download or read book Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences written by Pradip Debnath and published by CRC Press. This book was released on 2021-07-15 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing techniques are no longer limited to the arena of computer science. The discipline has an exponentially growing demand in other branches of science and engineering and even into health and social science. This book contains theory and applications of soft computing in engineering, health, and social and applied sciences. Different soft computing techniques such as artificial neural networks, fuzzy systems, evolutionary algorithms and hybrid systems are discussed. It also contains important chapters in machine learning and clustering. This book presents a survey of the existing knowledge and also the current state of art development through original new contributions from the researchers. This book may be used as a one-stop reference book for a broad range of readers worldwide interested in soft computing. In each chapter, the preliminaries have been presented first and then the advanced discussion takes place. Learners and researchers from a wide variety of backgrounds will find several useful tools and techniques to develop their soft computing skills. This book is meant for graduate students, faculty and researchers willing to expand their knowledge in any branch of soft computing. The readers of this book will require minimum prerequisites of undergraduate studies in computation and mathematics.

Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health

Author : Huansheng Ning
Publisher : Springer Nature
ISBN 13 : 9813343362
Total Pages : 172 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health by : Huansheng Ning

Download or read book Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health written by Huansheng Ning and published by Springer Nature. This book was released on 2020-12-01 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the Forth International Conference on Cyberspace Data and Intelligence, Cyber DI 2020, and the International Conference on Cyber-Living, Cyber-Syndrome, and Cyber-Health, CyberLife 2020, held under the umbrella of the 2020 Cyberspace Congress, held in Beijing, China, in December 2020.* The 13 full papers presented were carefully reviewed and selected from 36 submissions. The papers are grouped in the following topics: machine learning and ubiquitous and intelligent computing. * The conference was held virtually due to the COVID-19 pandemic.

Simulation for Cyber-Physical Systems Engineering

Author : José L. Risco Martín
Publisher : Springer Nature
ISBN 13 : 3030519090
Total Pages : 451 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Simulation for Cyber-Physical Systems Engineering by : José L. Risco Martín

Download or read book Simulation for Cyber-Physical Systems Engineering written by José L. Risco Martín and published by Springer Nature. This book was released on 2020-11-07 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive book examines a range of examples, prepared by a diverse group of academic and industry practitioners, which demonstrate how cloud-based simulation is being extensively used across many disciplines, including cyber-physical systems engineering. This book is a compendium of the state of the art in cloud-based simulation that instructors can use to inform the next generation. It highlights the underlying infrastructure, modeling paradigms, and simulation methodologies that can be brought to bear to develop the next generation of systems for a highly connected society. Such systems, aptly termed cyber-physical systems (CPS), are now widely used in e.g. transportation systems, smart grids, connected vehicles, industrial production systems, healthcare, education, and defense. Modeling and simulation (M&S), along with big data technologies, are at the forefront of complex systems engineering research. The disciplines of cloud-based simulation and CPS engineering are evolving at a rapid pace, but are not optimally supporting each other’s advancement. This book brings together these two communities, which already serve multi-disciplinary applications. It provides an overview of the simulation technologies landscape, and of infrastructure pertaining to the use of cloud-based environments for CPS engineering. It covers the engineering, design, and application of cloud simulation technologies and infrastructures applicable for CPS engineering. The contributions share valuable lessons learned from developing real-time embedded and robotic systems deployed through cloud-based infrastructures for application in CPS engineering and IoT-enabled society. The coverage incorporates cloud-based M&S as a medium for facilitating CPS engineering and governance, and elaborates on available cloud-based M&S technologies and their impacts on specific aspects of CPS engineering.

Artificial Intelligence in Cyber-Physical Systems

Author : Anil Kumar Sagar
Publisher : CRC Press
ISBN 13 : 1000845486
Total Pages : 333 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Artificial Intelligence in Cyber-Physical Systems by : Anil Kumar Sagar

Download or read book Artificial Intelligence in Cyber-Physical Systems written by Anil Kumar Sagar and published by CRC Press. This book was released on 2023-03-16 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) and the Internet of Things (IoT) are growing rapidly in today’s business world. In today's era, 25 billion devices, including machines, sensors, and cameras, are connected and continue to grow steadily. It is assumed that in 2025, 41.6 billion IoT devices will be connected, generating around 79.4 zettabytes of data. IoT and AI are intersecting in various scenarios. IoT-enabled devices are generating a huge amount of data, and with the help of AI, this data is used to build various intelligent models. These intelligent models are helpful in our daily lives and make the world smarter. Artificial Intelligence in Cyber Physical Systems: Principles and Applications addresses issues related to system safety, security, reliability, and deployment strategies in healthcare, military, transportation, energy, infrastructure, smart homes, and smart cities.